AI Engineer - (AI Engineering with supporting and delivering, Python and C/C++, Embedded C, cloud platforms, AI and Machine Learning)
NEPTUNEZ SINGAPORE PTE. LTD.
Singapore
3+ years
Posted Feb 27, 2026
Salary Range
SGD 74,400 - SGD 90,000 /year
SGD 6,200 - SGD 7,500/month
Skills Required
Multi-agent SystemsMachine LearningDistributed ProcessingAzureAWSFreeRTOSEmbedded CArtificial IntelligenceComputer VisionWorkflow DesignPythonEngineering SupportAgent Management SystemDocker ContainerBackend DevelopmentPython ProgrammingLinux
Job Description
Responsibilities
- Architect and deploy LLM-powered and multi-agent AI systems for real-world applications.
- Build context-aware, goal-driven automation solutions integrating NLP, computer vision, and multimodal pipelines.
- Design intelligent workflows leveraging retrieval systems, embeddings, and memory architectures.
- Evaluate and integrate frontier AI models across multiple providers.
- Develop scalable backend services and APIs supporting AI-driven applications.
- Implement asynchronous orchestration and distributed processing pipelines.
- Optimize inference stacks for latency, cost-efficiency, and performance.
- Design data pipelines for continuous model evaluation and retraining.
- Deploy AI applications using containerization and modern CI/CD workflows.
- Implement infrastructure automation and secure cloud architectures.
- Establish monitoring, logging, and drift detection mechanisms for AI services.
- Ensure high availability and reliability of multi-tier applications.
- Prototype and validate AI concepts through structured experimentation.
- Conduct performance benchmarking across latency, accuracy, and system stability metrics.
- Translate research findings into production-ready systems.
- Maintain documentation for reproducibility and governance.
- Integrate perception systems combining sensor data for real-time decision-making.
- Optimize AI models for edge devices and resource-constrained environments.
- Develop embedded firmware integrations for intelligent hardware systems.
- Lead cross-functional engineering initiatives involving AI, frontend, and cloud teams.
- Mentor junior engineers and foster rapid experimentation cycles.
- Communicate technical trade-offs and system impact clearly to stakeholders.
- Contribute to product strategy through measurable AI-driven insights
Requirements
- 3+ years of experience in AI Engineering with supporting and delivering.
- Strong programming expertise in Python and C/C++
- Embedded C, FreeRTOS, REST APIs, IoT Systems, Linux
- Experience building LLM-based systems and multi-agent architectures
- Hands-on experience of cloud platforms (AWS, Azure, or GCP)
- Experience with Docker and CI/CD pipelines
- Strong experience in AI and Machine Learning
- Experience in CRM & Project Delivery
- Strong hands-on experience in L2 support, incident resolution, root-cause analysis, monitoring design, and performance optimization across distributed systems.
- Understanding of distributed systems and REST-based integrations
- Experience ML frameworks such as TensorFlow or PyTorch
- Strong experience in debugging, monitoring, and incident resolution capabilities
- Good knowledge in professional skills such as Incident Analysis & Root Cause Identification, Technical Leadership, Clear Communication, Cross-Team Collaboration
About NEPTUNEZ SINGAPORE PTE. LTD.
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